Single-cell omics in plant biology: mechanistic insights and applications for crop improvement.

Tao Zhu, Tianxiang Li, Peitao Lü, Chenlong Li
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Abstract

In recent years, single-cell omics technologies have significantly advanced plant and agricultural research, providing transformative insights into plant development, cellular heterogeneity, and environmental response mechanisms. Traditional bulk-level analyses often obscure differences between individual cells, whereas single-cell RNA sequencing (scRNA-seq) and single-nucleus RNA sequencing (snRNA-seq) now reveal unique expression profiles across distinct cell populations, facilitating the identification of novel cell types and elucidation of gene regulatory networks. Additionally, epigenomic approaches like single-nucleus ATAC sequencing (snATAC-seq) offer a deeper understanding of chromatin accessibility and its complex relationship with gene regulation. These technologies have seen widespread application in model plants such as Arabidopsis thaliana, as well as in major crops and horticultural plants, providing essential data for crop improvement and breeding strategies. Moving forward, with the continued development and integration of single-cell multi-omics technologies, there will be greater depth of insight into cell-type-specific regulation and complex trait analysis, bringing new opportunities for sustainable agriculture and crop improvement.

单细胞组学在植物生物学中的应用:机制的见解和作物改良的应用。
近年来,单细胞组学技术显著推进了植物和农业研究,为植物发育、细胞异质性和环境响应机制提供了变革性的见解。传统的批量分析往往掩盖了单个细胞之间的差异,而单细胞RNA测序(scRNA-seq)和单核RNA测序(snRNA-seq)现在揭示了不同细胞群中独特的表达谱,促进了新细胞类型的鉴定和基因调控网络的阐明。此外,单核ATAC测序(snATAC-seq)等表观基因组学方法可以更深入地了解染色质可及性及其与基因调控的复杂关系。这些技术已广泛应用于拟南芥等模式植物,以及主要作物和园艺植物,为作物改良和育种策略提供了必要的数据。展望未来,随着单细胞多组学技术的不断发展和整合,人们将更深入地了解细胞类型特异性调控和复杂性状分析,为可持续农业和作物改良带来新的机遇。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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